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市场调查报告书

商品编码

1527793

进阶分析市场规模、份额、成长分析、按类型、按部署、按公司规模、按最终用途、按地区 - 行业预测，2024-2031 年

Advanced Analytics Market Size, Share, Growth Analysis, By Type, By Deployment, By Enterprise Size(Large Enterprises, and Small & Medium Enterprises ), By End-use, By Region - Industry Forecast 2024-2031

出版日期: 2024年07月25日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5个工作天内

价格

简介目录

全球高阶分析市场规模将从 2023 年的 643 亿美元成长到 2022 年约 418.5 亿美元，预测期内（2024-2031 年）复合年增长率为 28.6%，到 2031 年预计将达到 4809.9 亿美元。

由于资料量和复杂性不断增加以及资料主导决策的需求，全球高阶分析市场正在经历快速成长。电子商务、社群媒体和其他数位平台的兴起产生了大量资料，为消费行为、市场趋势和业务绩效提供了宝贵的见解。透过利用先进的分析技术，公司可以从这些资料中提取有意义的信息，以优化业务流程、改善客户体验并获得竞争优势。人工智慧和机器学习的整合进一步加速了高级分析的采用，使公司能够发现隐藏的模式并做出更准确的预测。

市场概况
北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 其他欧洲国家地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
拉丁美洲
- 巴西
- 其他拉丁美洲地区
中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- 其他中东/非洲地区

竞争格局

前5名企业对比
主要企业市场定位（2023年）
主要市场参与者所采取的策略
近期市集活动
主要企业市场占有率（2023年）

主要企业简介

IBM（US）
Oracle（US）
Google（US）
SAP（Germany）
Microsoft（US）
SAS Institute（US）
KNIME（Switzerland）
FICO（US）
Altair（US）
AWS（US）
Salesforce（US）
TIBCO Software（US）
Alteryx（US）
Teradata（US）
Adobe（US）
Moody's Analytics（US）
Qlik（US）
Databricks（US）
Dataiku（US）
Kinetica（US）
MathWorks（US）
Anaconda（US）
H2O.ai（US）
Domino Data Lab（US）
DataRobot（US）
DataChat（US）
Imply（US）
Promethium（US）
Siren（Ireland）
Tellius（US）
SOTA Solutions（Germany）
Vanti Analytics（Israel）

简介目录

Product Code: SQMIG45C2033

Global Advanced Analytics Market size was valued at around USD 41.85 billion in 2022 and is expected to rise from USD 64.3 billion in 2023 to reach a value of USD 480.99 Billion by 2031, at a CAGR of 28.6% during the forecast period (2024-2031).

The global advanced analytics market is experiencing rapid growth driven by the increasing volume and complexity of data, coupled with the need for data-driven decision-making. The rise of e-commerce, social media, and other digital platforms has generated vast amounts of data that offer valuable insights into consumer behavior, market trends, and operational performance. By leveraging advanced analytics techniques, organizations can extract meaningful information from this data to optimize business processes, improve customer experiences, and gain a competitive advantage. The integration of artificial intelligence and machine learning has further accelerated the adoption of advanced analytics, enabling businesses to uncover hidden patterns and make more accurate predictions.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Advanced Analytics Market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Advanced Analytics Market Segmental Analysis

The global advanced analytics market is segmented based on type, business function, vertical, offering and region. Based on Type, the market is segmented into Big Data Analytics, Predictive Analytics, Customer Analytics, Risk Analytics, Statistical Analysis, Prescriptive Analytics and Other. Based on Business Function, the market is segmented into HR, Sales and Marketing, Finance and Accounting, Operations and Supply Chain, Others. Based on Vertical, the market is segmented into BFSI, Government and Defense, Healthcare and Sciences, Media and Entertainment, IT & ITEs, Telecom, Retail and Customer Goods, Manufacturing, Automotive and Transportation, and Others. Based on Offering, the market is segmented into Solutions (Cloud and On Premises) and Services (Professional Services [Training & Consulting, System Integration & Implementation, Support & Maintenance] and Managed Services). Based on Region, the market is segmented into North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa.

Drivers of the Global Advanced Analytics Market

Restraints in the Global Advanced Analytics Market

With the increasing amount of data being generated, there is a growing need for advanced analytics solutions to derive insights and make informed decisions. Organizations across industries are recognizing the value of data-driven decision making and are investing in analytics capabilities to gain a competitive advantage. By harnessing the power of data, businesses can uncover hidden patterns, optimize operations, identify new opportunities, and improve customer experiences. Advanced analytics techniques, such as predictive modeling, machine learning, and artificial intelligence, are essential for extracting meaningful insights from complex and diverse datasets. As data volumes continue to grow exponentially, the demand for sophisticated analytics solutions will only increase, driving innovation and market growth in the years to come.

Market Trends of the Global Advanced Analytics Market

Artificial Intelligence (AI) and Machine Learning (ML) have emerged as the driving forces behind advanced analytics. These technologies empower organizations to uncover hidden patterns, make accurate predictions, and automate decision-making processes. By processing vast amounts of data, AI and ML algorithms can identify trends, optimize operations, and personalize customer experiences. The integration of these technologies is enabling businesses to gain a competitive edge and drive innovation across industries. As AI and ML continue to evolve, their impact on advanced analytics will only deepen, leading to new possibilities and applications in the future.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Value Chain Analysis
Pricing Analysis
Technology Analysis
Case Study Analysis
Customer Buying Criteria Analysis
Top Investment Pockets
Market Attractiveness Index
Market Ecosystem

Advanced Analytics Market by Type

Market Overview
Big Data Analytics
Predictive Analytics
Customer Analytics
Risk Analytics
Statistical Analysis
Prescriptive Analytics
Other

Advanced Analytics Market by Business Function

Market Overview
HR
Sales and Marketing
Finance & Accounting
Operations & Supply Chain
Others

Advanced Analytics Market by Vertical

Market Overview
BFSI
Government & Defense
Healthcare & Sciences
Media & Entertainment
IT & ITEs
Telecom
Retail & Customer Goods
Manufacturing
Automotive & Transportation
Others

Advanced Analytics Market by Offering

Market Overview
Solutions
- Cloud
- On Premises
Services
- Professional Services
  - Training & Consulting
  - System Integration & Implementation
  - Support & Maintenance
- Managed Services

Advanced Analytics Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Rest of Europe
Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Rest of Latin America
Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA

Competitive Landscape

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

IBM (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
KNIME (Switzerland)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
FICO (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Altair (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
AWS (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Salesforce (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
TIBCO Software (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Teradata (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Adobe (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Moody's Analytics (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Qlik (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Databricks (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dataiku (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Kinetica (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
MathWorks (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Anaconda (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
H2O.ai (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Domino Data Lab (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
DataRobot (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
DataChat (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Imply (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Promethium (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Siren (Ireland)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tellius (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SOTA Solutions (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Vanti Analytics (Israel)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments